Unified Modeling of Pseudo-Slug and Churn Flows for Liquid Holdup and Pressure Gradient Predictions in Pipelines and Wellbores

Y. Fan, M. Aljasser
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Abstract

Pseudo-slug flow is a coherent flow pattern that occurs in horizontal or inclined pipes surrounded by segregated and conventional slug flows. Recent studies have demonstrated that this flow pattern can occupy a large area in the flow pattern map and cannot be simply ignored. Churn flow commonly occurs in upward vertical or slightly deviated wellbores characterized by a chaotic intermittent flow behavior. Pseudo-slug and churn flows are generally considered as two different flow patterns mainly because of their visual differences. However, some recent studies have shown that they share many similarities. There are several hydraulic models for churn flow, and the models for pseudo-slug flow have also emerged in recent years. However, these models only work for a certain inclination angle range, and none work for both flow patterns. This paper proposes a new unified hydraulic model that is applicable for both flow patterns. The liquid holdup prediction is based on the drift-flux model, while the pressure gradient is predicted using a two-fluid model that considers wall frictions from both gas and liquid phases. The new model better captures the effects of gas and liquid flow rates, gas density, liquid viscosity, inclination angle, and pipe diameter on the liquid holdup and pressure gradient compared with other models. Model evaluations show that the new model gives the best predictions compared with other available pseudo-slug or churn models. The new model reduces the total average absolute relative error to 14.0% for the liquid holdup prediction and 19.1% for the pressure gradient prediction.
伪段塞流和搅拌流的统一建模用于管道和井筒的含液率和压力梯度预测
伪段塞流是一种发生在水平或倾斜管道中、被分离段塞流和常规段塞流包围的连贯流型。近年来的研究表明,这种流型可以在流型图中占据很大的面积,不能简单地忽略。搅拌流通常发生在垂直向上或小斜度的井中,其特征是混乱的间歇流动行为。伪段塞流和搅拌流通常被认为是两种不同的流型,主要是因为它们的视觉差异。然而,最近的一些研究表明,它们有许多相似之处。搅拌流的水力模型有几种,近年来也出现了拟段塞流的水力模型。然而,这些模型只适用于一定的倾角范围,没有一个模型适用于两种流型。本文提出了一种适用于两种流型的统一水力学模型。液含率的预测基于漂移通量模型,而压力梯度的预测使用了考虑气相和液相壁面摩擦的双流体模型。与其他模型相比,新模型更好地捕捉了气液流速、气体密度、液体粘度、倾角和管径对液含率和压力梯度的影响。模型评估表明,与其他可用的伪段塞流或搅拌模型相比,新模型给出了最好的预测。新模型将液含率预测的总平均绝对相对误差降低到14.0%,压力梯度预测的总平均绝对相对误差降低到19.1%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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